Public recordModerate
Software health reportschema 0.11.0 · metrics 1.13.0 · 2026-07-16 19:53 UTC
tsilva / SuperMarioBros-Nes-turbo
🚀 Blazing fast SuperMarioBros-Nes environment for RL research 🍄
tsilva/SuperMarioBros-Nes-turbo holds a health index of 55 out of 100, placing it in the Moderate band. It scores highest on AI Readiness (80/100) and lowest on Community & Adoption (35/100). It was last updated today. A single contributor accounts for most of its recent work.
55
overall / 100Software health index
Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At risk ceiling of 49. AI Readiness sits outside the overall score.
55
Excellent85-100Exemplary; meets essentially all checked criteria
Good70-84Healthy; minor gaps
Moderate50-69Acceptable with notable gaps; review recommended
At risk30-49Significant weaknesses; adoption warrants caution
Critical1-29Severe problems (abandoned, single-maintainer, no hygiene)
Score profile
Each axis is a category. The shape matters more than the average — a healthy subject fills the whole shape, while a spike-and-crater profile means strength in one dimension is masking risk in another.
Ownership
Tiago SilvaPersonal account
29 followers130 public repossince Sep 2008VaultHaus
This repository is owned by a personal account. A single-owner project carries more continuity risk than an organization-backed one.
Package ecosystems
| Registry | Package | Version | Downloads / mo | Versions | Last publish | Tags |
|---|---|---|---|---|---|---|
| PyPI | supermariobrosnes-turbo | 0.3.1 | 2,748 | 25 | 0 days ago | gymnasiumnesreinforcement-learningrustsuper-mario-brosvector-environment |
Metrics by category
Vitality
Is the project alive — is code being written and are releases shipping?
64
Development activity
56Moderate
How it's scored
| 36/36 | Push recency — last push 0 days ago |
| 2.1/36 | Commit cadence — 3/52 weeks with commits |
| 18/18 | Commit volume — 419 commits in the last year |
| 0/10 | OpenSSF Scorecard: Maintained — project was created within the last 90 days. Please review its contents carefully |
Inputs used
| commits_last_year | 419 |
| human_commit_share | — |
| days_since_last_push | 0 |
| active_weeks_last_year | 3 |
Release discipline
76Good
How it's scored
| 27/27 | Ships releases — 1 releases published |
| 36/36 | Release recency — latest release 0 days ago |
| 12.6/27 | Release cadence — cadence unknown (single release) |
| 0/10 | OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases. |
Inputs used
| releases_count | 1 |
| latest_release_tag | v0.3.1 |
| releases_from_tags | no |
| days_since_latest_release | 0 |
| mean_days_between_releases | — |
Community & Adoption
Does the project have users, downloads, attention, and a welcoming setup for contributors?
35
Popularity & adoption
1Critical
How it's scored
| 0/60 | Stars — 0 stars |
| 0/25 | Forks — 0 forks |
| 0/15 | Watchers — 0 watchers |
Inputs used
| forks | 0 |
| stars | 0 |
| watchers | 0 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community health
57Moderate
How it's scored
| 22.5/22.5 | README |
| 22.5/22.5 | License — recognized license (MIT) |
| 0/18 | CONTRIBUTING guide |
| 0/13.5 | Code of conduct |
| 0/7.2 | Issue template |
| 6.3/6.3 | PR template |
Inputs used
| has_readme | yes |
| has_license | yes |
| has_contributing | no |
| has_issue_template | no |
| has_code_of_conduct | no |
| has_pull_request_template | yes |
Ecosystem adoption (downloads)
57Moderate
How it's scored
| 45.9/80 | Monthly downloads — 2,748 downloads/month across pypi |
| 0/20 | Registry dependents — not reported by this ecosystem |
Inputs used
| packages | supermariobrosnes-turbo |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 2,748 |
Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.
Sustainability & Governance
Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?
47
Maintainer resilience (bus factor)
13Critical
How it's scored
| 9/54 | Bus factor — 1 contributor(s) cover half of all commits |
| 0/22.5 | Commit distribution — top contributor authored 100% of commits |
| 1.4/13.5 | Contributor breadth — 1 contributors |
| 3/10 | OpenSSF Scorecard: Contributors — project has 1 contributing companies or organizations -- score normalized to 3 |
Inputs used
| bus_factor | 1 |
| contributors_sampled | 1 |
| top_contributor_share | 1 |
Issue & PR responsiveness
36At risk
How it's scored
| 0/46.8 | Issue resolution — no issues or no data |
| 19.1/38.3 | PR acceptance — 1/2 decided PRs merged |
| 0/15 | OpenSSF Scorecard: Code-Review — Found 0/30 approved changesets -- score normalized to 0 |
Inputs used
| merged_prs | 1 |
| open_issues | 0 |
| closed_issues | 0 |
| issue_closed_ratio | — |
| closed_unmerged_prs | 1 |
Excluded from scoring (no data or not applicable): Issue resolution. Remaining weights renormalized.
Ownership & stewardship
57Moderate
How it's scored
| 10/30 | Ownership backing — personal (user) account |
| 0/20 | Verified domain — not applicable to user accounts |
| 10.6/25 | Owner reach — 29 followers of tsilva |
| 25/25 | Track record — 130 public repos, account ~17 yr old |
Inputs used
| followers | 29 |
| owner_type | User |
| is_verified | — |
| owner_login | tsilva |
| public_repos | 130 |
| account_age_days | 6,499 |
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.
Package maintenance
100Excellent
How it's scored
| 25/25 | Published & resolvable — 1 package(s) on pypi |
| 35/35 | Publish recency — latest publish 0 days ago |
| 20/20 | Version history — 25 published versions |
| 20/20 | Not deprecated — active, not deprecated or yanked |
Inputs used
| packages | supermariobrosnes-turbo |
| ecosystems | pypi |
| any_deprecated | no |
| min_days_since_publish | 0 |
Engineering Quality
Are baseline engineering and documentation practices in place?
71
Engineering practices
68Moderate
How it's scored
| 24/24 | CI workflows — 2 workflow(s) |
| 24/24 | Tests present |
| 0/16 | Linter config |
| 0/9.6 | Pre-commit hooks |
| 0/6.4 | .editorconfig |
| 20/20 | OpenSSF Scorecard: CI-Tests — 1 out of 1 merged PRs checked by a CI test -- score normalized to 10 |
Inputs used
| has_ci | yes |
| has_tests | yes |
| has_editorconfig | no |
| has_linter_config | no |
| has_precommit_config | no |
Documentation
75Good
How it's scored
| 30/30 | README |
| 0/25 | Documentation directory |
| 15/15 | Documentation / homepage site — https://pypi.org/project/supermariobrosnes-turbo/ |
| 10/10 | Repository description |
| 10/10 | Topics — 7 topics |
| 10/10 | Wiki |
Inputs used
| topics | gymnasium, nes, python, reinforcement-learning, rust, super-mario-bros, vector-environment |
| has_wiki | yes |
| homepage | https://pypi.org/project/supermariobrosnes-turbo/ |
| has_readme | yes |
| has_docs_dir | no |
| has_description | yes |
Security
Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?
55
Security posture
55Moderate
How it's scored
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — no data |
| 2.5/2.5 | CI-Tests — 1 out of 1 merged PRs checked by a CI test -- score normalized to 10 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0/7.5 | Code-Review — Found 0/30 approved changesets -- score normalized to 0 |
| 0.8/2.5 | Contributors — project has 1 contributing companies or organizations -- score normalized to 3 |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 7.5/7.5 | Dependency-Update-Tool — update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | License — license file detected |
| 0/7.5 | Maintained — project was created within the last 90 days. Please review its contents carefully |
| 5/5 | Packaging — packaging workflow detected |
| 5/5 | Pinned-Dependencies — all dependencies are pinned |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 5/5 | Security-Policy — security policy file detected |
| 0/7.5 | Signed-Releases — Project has not signed or included provenance with any releases. |
| 7.5/7.5 | Token-Permissions — GitHub workflow tokens follow principle of least privilege |
| 0/7.5 | Vulnerabilities — 11 existing vulnerabilities detected |
Inputs used
| source | openssf_scorecard |
| checks_evaluated | 17 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 1 |
| scorecard_aggregate | 5.5 |
Excluded from scoring (no data or not applicable): branch_protection. Remaining weights renormalized.
AI Readiness
How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score.
80
Agent context & guidance
75Good
How it's scored
| 45/45 | Agent instructions — AGENTS.md |
| 0/15 | Machine-readable docs (llms.txt) |
| 0/40 | Legible commit history — no data |
Inputs used
| has_llms_txt | no |
| legible_history_share | — |
| agent_instruction_files | AGENTS.md |
| agent_instruction_max_bytes | 807 |
Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.
How it's scored
| 18/18 | One-command bootstrap — Makefile |
| 22/22 | Automated tests |
| 0/11 | Lint / format config |
| 11/11 | Static type checking — python/supermariobrosnes_turbo/py.typed |
| 10/10 | Reproducible environment — lockfile |
| 0/10 | Demonstrated agent practice — no data |
| 5/8 | Automated maintenance — dependency automation configured, none observed in the sampled commits |
| 10/10 | OpenSSF Scorecard: Pinned-Dependencies — all dependencies are pinned |
Inputs used
| has_nix | no |
| has_tests | yes |
| lockfiles | Cargo.lock, uv.lock |
| has_dockerfile | no |
| typed_language | no |
| bootstrap_files | Makefile |
| has_devcontainer | no |
| has_linter_config | no |
| typecheck_configs | python/supermariobrosnes_turbo/py.typed |
| agent_commit_share | — |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
Excluded from scoring (no data or not applicable): Demonstrated agent practice. Remaining weights renormalized.
How it's scored
| 27/45 | Type-checkable code — Python with type-check config (python/supermariobrosnes_turbo/py.typed) |
| 52.7/55 | Manageable file sizes — 2/48 source files over 60KB |
Inputs used
| primary_language | Python |
| largest_source_bytes | 221,594 |
| source_files_sampled | 48 |
| oversized_source_files | 2 |
Key facts
0GitHub stars
1contributors
419commits, last 12 months
0days since last push
1releases
1bus factor
0open issues
crates.io, PyPIpackage ecosystems
Data collection warnings
- Could not fetch crates package 'supermariobrosnes-turbo' from its registry
More detail
OpenSSF Scorecard 5.5 / 10
5.5aggregate
Independent, tool-agnostic security assessment from the open-source OpenSSF Scorecard. Each check rewards a security practice, not a specific vendor's tool. Checks Scorecard could not determine are marked n/a and excluded from the security score (never counted as zero).
| 10 | Binary-Artifacts | no binaries found in the repo |
| n/a | Branch-Protection | internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md |
| 10 | CI-Tests | 1 out of 1 merged PRs checked by a CI test -- score normalized to 10 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 0 | Code-Review | Found 0/30 approved changesets -- score normalized to 0 |
| 3 | Contributors | project has 1 contributing companies or organizations -- score normalized to 3 |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 10 | Dependency-Update-Tool | update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 0 | Maintained | project was created within the last 90 days. Please review its contents carefully |
| 10 | Packaging | packaging workflow detected |
| 10 | Pinned-Dependencies | all dependencies are pinned |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 10 | Security-Policy | security policy file detected |
| 0 | Signed-Releases | Project has not signed or included provenance with any releases. |
| 10 | Token-Permissions | GitHub workflow tokens follow principle of least privilege |
| 0 | Vulnerabilities | 11 existing vulnerabilities detected |
Direct dependencies 7
| Registry | Package | Version constraint | Manifest |
|---|---|---|---|
| crates.io | numpy | 0.22 | Cargo.toml |
| crates.io | pyo3 | 0.22 | Cargo.toml |
| crates.io | rayon | 1 | Cargo.toml |
| crates.io | sha2 | 0.10 | Cargo.toml |
| crates.io | thiserror | 1 | Cargo.toml |
| PyPI | gymnasium | >=0.29 | pyproject.toml |
| PyPI | numpy | >=1.26 | pyproject.toml |
All dependencies 133
Full resolved dependency set from the GitHub dependency graph: 11 direct and 122 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.
| Registry | Package | Version | Relation |
|---|---|---|---|
| crates.io | numpy | 0.22.1 | direct |
| crates.io | pyo3 | 0.22.6 | direct |
| crates.io | rayon | 1.12.0 | direct |
| crates.io | sha2 | 0.10.9 | direct |
| crates.io | thiserror | 1.0.69 | direct |
| PyPI | gymnasium | 1.1.1 | direct |
| PyPI | gymnasium | 1.3.0 | direct |
| PyPI | numpy | 2.0.2 | direct |
| PyPI | numpy | 2.2.6 | direct |
| PyPI | numpy | 2.4.6 | direct |
| PyPI | numpy | 2.5.0 | direct |
| crates.io | autocfg | 1.5.1 | indirect |
| crates.io | block-buffer | 0.10.4 | indirect |
| crates.io | cfg-if | 1.0.4 | indirect |
| crates.io | cpufeatures | 0.2.17 | indirect |
| crates.io | crossbeam-deque | 0.8.7 | indirect |
| crates.io | crossbeam-epoch | 0.9.20 | indirect |
| crates.io | crossbeam-utils | 0.8.22 | indirect |
| crates.io | crypto-common | 0.1.7 | indirect |
| crates.io | digest | 0.10.7 | indirect |
| crates.io | either | 1.16.0 | indirect |
| crates.io | generic-array | 0.14.7 | indirect |
| crates.io | heck | 0.5.0 | indirect |
| crates.io | indoc | 2.0.7 | indirect |
| crates.io | libc | 0.2.186 | indirect |
| crates.io | matrixmultiply | 0.3.10 | indirect |
| crates.io | memoffset | 0.9.1 | indirect |
| crates.io | ndarray | 0.16.1 | indirect |
| crates.io | num-complex | 0.4.6 | indirect |
| crates.io | num-integer | 0.1.46 | indirect |
| crates.io | num-traits | 0.2.19 | indirect |
| crates.io | once_cell | 1.21.4 | indirect |
| crates.io | portable-atomic | 1.13.1 | indirect |
| crates.io | portable-atomic-util | 0.2.7 | indirect |
| crates.io | proc-macro2 | 1.0.106 | indirect |
| crates.io | pyo3-build-config | 0.22.6 | indirect |
| crates.io | pyo3-ffi | 0.22.6 | indirect |
| crates.io | pyo3-macros | 0.22.6 | indirect |
| crates.io | pyo3-macros-backend | 0.22.6 | indirect |
| crates.io | quote | 1.0.46 | indirect |
| crates.io | rawpointer | 0.2.1 | indirect |
| crates.io | rayon-core | 1.13.0 | indirect |
| crates.io | rustc-hash | 1.1.0 | indirect |
| crates.io | rustversion | 1.0.23 | indirect |
| crates.io | syn | 2.0.118 | indirect |
| crates.io | target-lexicon | 0.12.16 | indirect |
| crates.io | thiserror-impl | 1.0.69 | indirect |
| crates.io | typenum | 1.20.1 | indirect |
| crates.io | unicode-ident | 1.0.24 | indirect |
| crates.io | unindent | 0.2.4 | indirect |
| crates.io | version_check | 0.9.5 | indirect |
| PyPI | annotated-doc | 0.0.4 | indirect |
| PyPI | anyio | 4.12.1 | indirect |
| PyPI | anyio | 4.14.0 | indirect |
| PyPI | backports-tarfile | 1.2.0 | indirect |
| PyPI | bashlex | 0.18 | indirect |
| PyPI | bracex | 2.6 | indirect |
| PyPI | certifi | 2026.6.17 | indirect |
| PyPI | cffi | 2.0.0 | indirect |
| PyPI | charset-normalizer | 3.4.7 | indirect |
| PyPI | cibuildwheel | 2.23.4 | indirect |
| PyPI | click | 8.1.8 | indirect |
| PyPI | click | 8.4.1 | indirect |
| PyPI | cloudpickle | 3.1.2 | indirect |
| PyPI | colorama | 0.4.6 | indirect |
| PyPI | cryptography | 47.0.0 | indirect |
| PyPI | cryptography | 49.0.0 | indirect |
| PyPI | dependency-groups | 1.3.1 | indirect |
| PyPI | docutils | 0.23 | indirect |
| PyPI | exceptiongroup | 1.3.1 | indirect |
| PyPI | farama-notifications | 0.0.6 | indirect |
| PyPI | filelock | 3.19.1 | indirect |
| PyPI | filelock | 3.29.4 | indirect |
| PyPI | fsspec | 2025.10.0 | indirect |
| PyPI | fsspec | 2026.6.0 | indirect |
| PyPI | h11 | 0.16.0 | indirect |
| PyPI | hf-xet | 1.5.1 | indirect |
| PyPI | httpcore | 1.0.9 | indirect |
| PyPI | httpx | 0.28.1 | indirect |
| PyPI | huggingface-hub | 1.20.1 | indirect |
| PyPI | huggingface-hub | 1.8.0 | indirect |
| PyPI | id | 1.6.1 | indirect |
| PyPI | idna | 3.18 | indirect |
| PyPI | importlib-metadata | 8.7.1 | indirect |
| PyPI | iniconfig | 2.1.0 | indirect |
| PyPI | iniconfig | 2.3.0 | indirect |
| PyPI | jaraco-classes | 3.4.0 | indirect |
| PyPI | jaraco-context | 6.1.1 | indirect |
| PyPI | jaraco-context | 6.1.2 | indirect |
| PyPI | jaraco-functools | 4.4.0 | indirect |
| PyPI | jaraco-functools | 4.5.0 | indirect |
| PyPI | jeepney | 0.9.0 | indirect |
| PyPI | keyring | 25.7.0 | indirect |
| PyPI | markdown-it-py | 3.0.0 | indirect |
| PyPI | markdown-it-py | 4.2.0 | indirect |
| PyPI | maturin | 1.14.1 | indirect |
| PyPI | mdurl | 0.1.2 | indirect |
| PyPI | more-itertools | 10.8.0 | indirect |
| PyPI | more-itertools | 11.1.0 | indirect |
| PyPI | nh3 | 0.3.6 | indirect |
| PyPI | packaging | 26.2 | indirect |
| PyPI | platformdirs | 4.10.0 | indirect |
| PyPI | platformdirs | 4.4.0 | indirect |
| PyPI | pluggy | 1.6.0 | indirect |
| PyPI | pycparser | 2.23 | indirect |
| PyPI | pycparser | 3.0 | indirect |
| PyPI | pyglet | 1.5.31 | indirect |
| PyPI | pygments | 2.20.0 | indirect |
| PyPI | pytest | 8.4.2 | indirect |
| PyPI | pytest | 9.1.1 | indirect |
| PyPI | pywin32-ctypes | 0.2.3 | indirect |
| PyPI | pyyaml | 6.0.3 | indirect |
| PyPI | readme-renderer | 44.0 | indirect |
| PyPI | readme-renderer | 45.0 | indirect |
| PyPI | requests | 2.32.5 | indirect |
| PyPI | requests | 2.34.2 | indirect |
| PyPI | requests-toolbelt | 1.0.0 | indirect |
| PyPI | rfc3986 | 2.0.0 | indirect |
| PyPI | rich | 15.0.0 | indirect |
| PyPI | secretstorage | 3.3.3 | indirect |
| PyPI | secretstorage | 3.5.0 | indirect |
| PyPI | shellingham | 1.5.4 | indirect |
| PyPI | stable-retro | 1.0.1 | indirect |
| PyPI | supermariobrosnes-turbo | 0.3.0 | indirect |
| PyPI | tomli | 2.4.1 | indirect |
| PyPI | tqdm | 4.68.3 | indirect |
| PyPI | twine | 6.2.0 | indirect |
| PyPI | typer | 0.23.2 | indirect |
| PyPI | typer | 0.25.1 | indirect |
| PyPI | typing-extensions | 4.15.0 | indirect |
| PyPI | urllib3 | 2.6.3 | indirect |
| PyPI | urllib3 | 2.7.0 | indirect |
| PyPI | zipp | 3.23.1 | indirect |
Raw JSON report machine-readable
{
"data": {
"repo": {
"topics": [
"gymnasium",
"nes",
"python",
"reinforcement-learning",
"rust",
"super-mario-bros",
"vector-environment"
],
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"size_kb": 18128,
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"languages": {
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"Python": 605824,
"Makefile": 2485
},
"pushed_at": "2026-07-16T19:46:01Z",
"created_at": "2026-06-29T13:22:25Z",
"owner_type": "User",
"updated_at": "2026-07-16T19:43:49Z",
"description": "🚀 Blazing fast SuperMarioBros-Nes environment for RL research 🍄",
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]
},
"owner": {
"blog": "https://tsilva.eu",
"name": "Tiago Silva",
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"location": "Porto, Portugal",
"followers": 29,
"avatar_url": "https://avatars.githubusercontent.com/u/26742?v=4",
"created_at": "2008-09-29T14:21:14Z",
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"account_age_days": 6499
},
"activity": {
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"latest_release_tag": "v0.3.1",
"releases_from_tags": false,
"days_since_last_push": 0,
"active_weeks_last_year": 3,
"days_since_latest_release": 0,
"mean_days_between_releases": null
},
"community": {
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"has_license": true,
"has_description": true,
"has_contributing": false,
"health_percentage": 71,
"has_issue_template": false,
"has_code_of_conduct": false,
"has_pull_request_template": true
},
"ecosystem": {
"packages": [
{
"name": "supermariobrosnes-turbo",
"exists": true,
"license": "MIT",
"keywords": [
"gymnasium",
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"rust",
"super-mario-bros",
"vector-environment",
"Development Status :: 4 - Beta",
"Intended Audience :: Science/Research",
"License :: OSI Approved :: MIT License",
"Operating System :: MacOS",
"Operating System :: Microsoft :: Windows",
"Operating System :: POSIX :: Linux",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.12",
"Programming Language :: Python :: 3.13",
"Programming Language :: Python :: 3.14",
"Programming Language :: Python :: 3.9",
"Programming Language :: Rust",
"Topic :: Scientific/Engineering :: Artificial Intelligence"
],
"ecosystem": "pypi",
"matches_repo": true,
"registry_url": "https://pypi.org/project/supermariobrosnes-turbo/",
"is_deprecated": false,
"latest_version": "0.3.1",
"repository_url": "https://github.com/tsilva/SuperMarioBros-Nes-turbo.git",
"versions_count": 25,
"total_downloads": null,
"dependents_count": null,
"deprecation_note": null,
"maintainers_count": null,
"monthly_downloads": 2748,
"first_published_at": "2026-07-02T15:51:49.731868Z",
"latest_published_at": "2026-07-16T19:50:28.407430Z",
"latest_version_yanked": null,
"days_since_latest_publish": 0
}
]
},
"popularity": {
"forks": 0,
"stars": 0,
"watchers": 0,
"open_issues_and_prs": 7
},
"ai_readiness": {
"has_nix": false,
"example_dirs": [],
"has_llms_txt": false,
"has_dockerfile": false,
"has_mcp_signal": false,
"bootstrap_files": [
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"params": {}
}
],
"max_points": 7.5
},
{
"key": "ci_tests",
"name": "CI-Tests",
"detail": "1 out of 1 merged PRs checked by a CI test -- score normalized to 10",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "cii_best_practices",
"name": "CII-Best-Practices",
"detail": "no effort to earn an OpenSSF best practices badge detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 2.5
},
{
"key": "code_review",
"name": "Code-Review",
"detail": "Found 0/30 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 1 contributing companies or organizations -- score normalized to 3",
"points": 0.8,
"status": "partial",
"details": [],
"max_points": 2.5
},
{
"key": "dangerous_workflow",
"name": "Dangerous-Workflow",
"detail": "no dangerous workflow patterns detected",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "dependency_update_tool",
"name": "Dependency-Update-Tool",
"detail": "update tool detected",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "fuzzing",
"name": "Fuzzing",
"detail": "project is not fuzzed",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "license",
"name": "License",
"detail": "license file detected",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "maintained",
"name": "Maintained",
"detail": "project was created within the last 90 days. Please review its contents carefully",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "packaging",
"name": "Packaging",
"detail": "packaging workflow detected",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "pinned_dependencies",
"name": "Pinned-Dependencies",
"detail": "all dependencies are pinned",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "sast",
"name": "SAST",
"detail": "SAST tool is not run on all commits -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file detected",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "signed_releases",
"name": "Signed-Releases",
"detail": "Project has not signed or included provenance with any releases.",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "token_permissions",
"name": "Token-Permissions",
"detail": "GitHub workflow tokens follow principle of least privilege",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "11 existing vulnerabilities detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "high_risk_jurisdiction_exposure",
"band": "excellent",
"name": "High-Risk Jurisdiction Exposure",
"note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
"notes": [
{
"code": "jurisdiction_evidence_limits",
"params": {}
}
],
"value": 100,
"inputs": {
"meaning": "self-published location evidence; not nationality or citizenship",
"red_flag": false,
"exposures": [],
"policy_countries": [
"Russia",
"Iran",
"North Korea"
],
"review_only_matches": 0,
"assessed_self_published_locations": 2
},
"components": [
{
"key": "policy_exposure_multiplier",
"name": "Policy exposure multiplier",
"detail": "no confirmed policy-scope location match",
"points": 100,
"status": "met",
"details": [
{
"code": "jurisdiction_no_match",
"params": {}
}
],
"max_points": 100
}
]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
},
{
"key": "ai_readiness",
"band": "good",
"name": "AI Readiness",
"value": 80,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "good",
"name": "Agent context & guidance",
"note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"legible_commit_history"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 75,
"inputs": {
"has_llms_txt": false,
"legible_history_share": null,
"agent_instruction_files": [
"AGENTS.md"
],
"agent_instruction_max_bytes": 807
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "AGENTS.md",
"points": 45,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "AGENTS.md"
}
}
],
"max_points": 45
},
{
"key": "machine_readable_docs_llms_txt",
"name": "Machine-readable docs (llms.txt)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "legible_commit_history",
"name": "Legible commit history",
"detail": "no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "good",
"name": "Verify loop (build / test / typecheck)",
"note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"demonstrated_agent_practice"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 84,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [
"Cargo.lock",
"uv.lock"
],
"has_dockerfile": false,
"typed_language": false,
"bootstrap_files": [
"Makefile"
],
"has_devcontainer": false,
"has_linter_config": false,
"typecheck_configs": [
"python/supermariobrosnes_turbo/py.typed"
],
"agent_commit_share": null,
"toolchain_manifests": [],
"dependency_bot_commit_share": 0
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": "Makefile",
"points": 18,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "Makefile"
}
}
],
"max_points": 18
},
{
"key": "automated_tests",
"name": "Automated tests",
"detail": null,
"points": 22,
"status": "met",
"details": [],
"max_points": 22
},
{
"key": "lint_format_config",
"name": "Lint / format config",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": "python/supermariobrosnes_turbo/py.typed",
"points": 11,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "python/supermariobrosnes_turbo/py.typed"
}
}
],
"max_points": 11
},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": "lockfile",
"points": 10,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "lockfile"
}
}
],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "dependency automation configured, none observed in the sampled commits",
"points": 5,
"status": "partial",
"details": [
{
"code": "dependency_bot_config_only",
"params": {}
}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "all dependencies are pinned",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "good",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 80,
"inputs": {
"primary_language": "Python",
"largest_source_bytes": 221594,
"source_files_sampled": 48,
"oversized_source_files": 2
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Python with type-check config (python/supermariobrosnes_turbo/py.typed)",
"points": 27,
"status": "partial",
"details": [
{
"code": "typecheck_config_language",
"params": {
"files": "python/supermariobrosnes_turbo/py.typed",
"language": "Python"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "2/48 source files over 60KB",
"points": 52.7,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 48,
"oversized": 2
}
}
],
"max_points": 55
}
]
}
],
"description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
}
],
"metrics_version": "1.13.0"
},
"warnings": [
"Could not fetch crates package 'supermariobrosnes-turbo' from its registry"
],
"report_type": "repository",
"generated_at": "2026-07-16T19:53:18.741334Z",
"schema_version": "0.11.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/t/tsilva/SuperMarioBros-Nes-turbo.svg",
"full_name": "tsilva/SuperMarioBros-Nes-turbo",
"license_state": "standard",
"license_spdx": "MIT"
}Scores are signals, not warranties. They reflect publicly visible practices on GitHub — not a code audit, and not a security guarantee.
Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v1.13.0, schema v0.11.0 — full methodology · metrics wiki.
How one result sits in the wider record: aggregate statistics — PyPI.